In terms of tumor stage, stage III or stage II had higher gene expression than stage I. Except for the genes CHD1L and POLR2L, there was no difference in the genes in each stage (stage IV was not compared because of the small sample size) (P < 0.05, Supplementary Fig. S6). The gene discussed is CHD1L; the disease is neoplasm.